Table : TABLE 18-5. Organizing Data for a Wilcoxon Signed-Rank Test for Matched Pairs To conduct a Wilcoxon signed-rank test for matched pairs, we first organize the data from highest to lowest in terms of absolute value. We rank the absolute values and then create two separate columns—one for ranks associated with positive scores and one for ranks associated with negative scores.